{"id":"W6924376581","doi":"10.15468/dl.dabazt","title":"Occurrence Download","year":2024,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Developmental and Educational Neuropsychology","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Listing (finance); Range (aeronautics); Order (exchange)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001789503,0.0002902912,0.0002293899,0.0001377196,0.0001555339,0.0001132497,0.0005102527,0.0003728636,0.0231261],"category_scores_gemma":[0.0000419248,0.0002874515,0.0001364272,0.000388818,0.0001934858,0.0003327767,0.000260797,0.0004157538,0.9528168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002207526,"about_ca_system_score_gemma":0.0001484851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002466584,"about_ca_topic_score_gemma":0.000005854137,"domain_scores_codex":[0.9985145,0.0000712836,0.0004065298,0.0003512482,0.0003194602,0.0003369523],"domain_scores_gemma":[0.9990725,0.00002286807,0.0001632309,0.0004540475,0.0001254504,0.0001619137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006179593,0.00008745689,0.0006497993,0.0001017726,0.00007762943,0.00001284283,0.0001839851,2.54286e-7,1.615122e-8,0.000001049178,0.9964368,0.002386626],"study_design_scores_gemma":[0.0001896244,0.00003632095,0.001067116,0.000002609894,0.0000486495,0.00004916781,0.0003001077,3.615464e-9,1.873657e-7,0.000006419191,0.9980271,0.00027265],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0007449149,0.00005694757,3.821188e-7,0.0005710206,0.008989874,0.0002389755,0.9860585,0.0001208764,0.003218475],"genre_scores_gemma":[0.00001705545,0.00002626486,8.293393e-7,0.001916349,0.000005138817,0.00001317763,0.9980173,2.225217e-8,0.000003883319],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9296907,"threshold_uncertainty_score":0.9999577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0223552575977833,"score_gpt":0.2787447794642235,"score_spread":0.2563895218664402,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}